DocumentCode
1891443
Title
Cyber-physical architecture for modeling and enhanced operations of connected-vehicle systems
Author
Petnga, Leonard ; Austin, Mark
Author_Institution
Dept. of Civil & Environ. Eng., Univ. of Maryland, College Park, MD, USA
fYear
2013
fDate
2-6 Dec. 2013
Firstpage
350
Lastpage
355
Abstract
This paper describes a cyber-physical architecture for behavior modeling and formal evaluation of safety properties in connected-vehicle systems. An ontology-based framework provides the description logic (DL) semantics and reasoning support needed for decision making. Safety properties are modeled as hard constraints, with their fulfillment determined through the synthesis and realization of predefined pathways on decision trees. To exercise the methodology, we consider the problem of ensuring system-level safety for a family of autonomous intelligent automobiles approaching a yellow traffic light.
Keywords
automobiles; automotive engineering; decision making; decision trees; embedded systems; formal logic; inference mechanisms; intelligent transportation systems; mobile robots; ontologies (artificial intelligence); remotely operated vehicles; road safety; road traffic; DL semantics; autonomous intelligent automobiles; behavior modeling; connected vehicle system; cyber-physical architecture; decision making; decision trees; description logic semantics; formal evaluation; hard constraints; ontology; reasoning; system level safety property evaluation; yellow traffic light; Cognition; Computational modeling; Computer architecture; Decision trees; Safety; Semantics; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Connected Vehicles and Expo (ICCVE), 2013 International Conference on
Conference_Location
Las Vegas, NV
Type
conf
DOI
10.1109/ICCVE.2013.6799819
Filename
6799819
Link To Document